Scan repositories for OpenTelemetry instrumentation and generate coverage reports.
npx skills add https://github.com/signalfx/obstudio --skill otel-audit
Please help me install this Agent Skill. Skill: otel-audit Source: https://github.com/signalfx/obstudio/tree/main/skills/otel-audit Command: npx skills add https://github.com/signalfx/obstudio --skill otel-audit
It helps you quickly identify what OpenTelemetry instrumentation already exists in a codebase and exactly what’s missing, so you can avoid guesswork before making changes.
Run otel-audit from your service folder to create .observe/otel.md with a read-only observability coverage scan and recommendations for what to instrument next.
High-intent search queries and answers about installing and using this skill.
To find OpenTelemetry instrumentation gaps, scan the repository to detect existing spans, metrics, and logs, then generate a coverage report highlighting missing RED signals and context propagation issues.
An OpenTelemetry coverage audit inventories existing spans, metrics, and logs to identify missing observability data. You need one before adding auto-instrumentation or assessing service readiness to avoid redundant changes.
Auditing RED signals requires classifying Rate, Errors, and Duration coverage as complete, partial, or missing. The audit flags missing context propagation and SDK misconfigurations to produce actionable next steps.
Yes, an instrumentation audit explicitly enumerates HTTP routes and records concrete evidence paths like manifests and entry points. This validation planning prevents guesswork before implementing OpenTelemetry changes.
Troubleshoot missing OpenTelemetry traces by running a signal-level audit that extracts line-level attribution for span names and metric sources, detecting anti-patterns like missing trace-context injection in logs.
No, the OpenTelemetry coverage scan is read-only. It analyzes the service folder to write an observability report to .observe/otel.md and provides a concise chat summary without altering source files.
Q16GMap technology stacks, architecture layers, and entry points into a project-framework diagram.
signalfxGenerate Splunk Observability Cloud detector Terraform from otel-audit reports.
saintgo7Integrate metrics, logs, traces, and error tracking for FastAPI services.
TrogonStackDesign and audit Datadog dashboard layouts for operational readiness.
